The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jan. 06, 2026

Filed:

Dec. 07, 2021
Applicants:

Yezhou Yang, Tempe, AZ (US);

Changhoon Kim, Tempe, AZ (US);

Yi Ren, Chandler, AZ (US);

Inventors:

Yezhou Yang, Tempe, AZ (US);

Changhoon Kim, Tempe, AZ (US);

Yi Ren, Chandler, AZ (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 21/64 (2013.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 21/64 (2013.01);
Abstract

A system and associated methods for decentralized attribution of GAN models is disclosed. Given a group of models derived from the same dataset and published by different users, attributability is achieved when a public verification service associated with each model (a linear classifier) returns positive only for outputs of that model. Each model is parameterized by keys distributed by a registry. The keys are computed from first-order sufficient conditions for decentralized attribution. The keys are orthogonal or opposite to each other and belong to a subspace dependent on the data distribution and the architecture of the generative model.


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